US12369558B2 - System for monitoring and displaying status of processing a dairy product - Google Patents
System for monitoring and displaying status of processing a dairy productInfo
- Publication number
- US12369558B2 US12369558B2 US17/805,088 US202217805088A US12369558B2 US 12369558 B2 US12369558 B2 US 12369558B2 US 202217805088 A US202217805088 A US 202217805088A US 12369558 B2 US12369558 B2 US 12369558B2
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- United States
- Prior art keywords
- sound
- speed
- time
- identify
- cheesemaking process
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Classifications
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- A—HUMAN NECESSITIES
- A01—AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
- A01J—MANUFACTURE OF DAIRY PRODUCTS
- A01J25/00—Cheese-making
- A01J25/06—Devices for dividing curdled milk
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- A—HUMAN NECESSITIES
- A23—FOODS OR FOODSTUFFS; TREATMENT THEREOF, NOT COVERED BY OTHER CLASSES
- A23C—DAIRY PRODUCTS, e.g. MILK, BUTTER OR CHEESE; MILK OR CHEESE SUBSTITUTES; MAKING OR TREATMENT THEREOF
- A23C19/00—Cheese; Cheese preparations; Making thereof
- A23C19/06—Treating cheese curd after whey separation; Products obtained thereby
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N29/00—Investigating or analysing materials by the use of ultrasonic, sonic or infrasonic waves; Visualisation of the interior of objects by transmitting ultrasonic or sonic waves through the object
- G01N29/02—Analysing fluids
- G01N29/024—Analysing fluids by measuring propagation velocity or propagation time of acoustic waves
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N29/00—Investigating or analysing materials by the use of ultrasonic, sonic or infrasonic waves; Visualisation of the interior of objects by transmitting ultrasonic or sonic waves through the object
- G01N29/04—Analysing solids
- G01N29/07—Analysing solids by measuring propagation velocity or propagation time of acoustic waves
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N29/00—Investigating or analysing materials by the use of ultrasonic, sonic or infrasonic waves; Visualisation of the interior of objects by transmitting ultrasonic or sonic waves through the object
- G01N29/44—Processing the detected response signal, e.g. electronic circuits specially adapted therefor
- G01N29/4409—Processing the detected response signal, e.g. electronic circuits specially adapted therefor by comparison
- G01N29/4436—Processing the detected response signal, e.g. electronic circuits specially adapted therefor by comparison with a reference signal
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N9/00—Investigating density or specific gravity of materials; Analysing materials by determining density or specific gravity
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N9/00—Investigating density or specific gravity of materials; Analysing materials by determining density or specific gravity
- G01N9/24—Investigating density or specific gravity of materials; Analysing materials by determining density or specific gravity by observing the transmission of wave or particle radiation through the material
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2291/00—Indexing codes associated with group G01N29/00
- G01N2291/01—Indexing codes associated with the measuring variable
- G01N2291/011—Velocity or travel time
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2291/00—Indexing codes associated with group G01N29/00
- G01N2291/02—Indexing codes associated with the analysed material
- G01N2291/024—Mixtures
- G01N2291/02466—Biological material, e.g. blood
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2291/00—Indexing codes associated with group G01N29/00
- G01N2291/02—Indexing codes associated with the analysed material
- G01N2291/025—Change of phase or condition
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2291/00—Indexing codes associated with group G01N29/00
- G01N2291/02—Indexing codes associated with the analysed material
- G01N2291/028—Material parameters
- G01N2291/02818—Density, viscosity
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2291/00—Indexing codes associated with group G01N29/00
- G01N2291/04—Wave modes and trajectories
- G01N2291/044—Internal reflections (echoes), e.g. on walls or defects
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2291/00—Indexing codes associated with group G01N29/00
- G01N2291/10—Number of transducers
- G01N2291/101—Number of transducers one transducer
Definitions
- the measurement of fluid characteristics in static and dynamic environments is important in many industrial processes. For example, when brewing beer or making another fermented beverage, or when making dairy products such as cheese or yogurt, it is desirable to monitor the processing activity to ensure that it is progressing at an expected rate. If the processing of the fluid (i.e., fermentation or coagulation) is too quick or too slow, the resulting product may exhibit poor quality and may need to be discarded.
- processing activity i.e., fermentation or coagulation
- Characteristics such as the density, compressibility and acoustic impedance of a fluid may contain important information to indicate the status of fluid processing activity such as a beverage fermentation process or coagulation status.
- a density measurement of a fluid typically, to make a density measurement of a fluid, an accurate volumetric measurement or removal of the fluid is required. However, for rapid or remote monitoring and particularly in dynamic situations, a simplified approach is desired. Furthermore, a system that can constantly measure these fluid characteristics without requiring interruption or fluid removal is desired.
- Obtaining a measurement of a density of a fluid has numerous advantages for various industrial applications, one of which is the alcoholic fermentation of beer.
- the alcoholic fermentation induced by the presence of yeasts is a fundamental step in several biotechnological processes, including the production of beer.
- Obtaining density measurements of beer is beneficial as an indicator for determining whether the beer is properly fermented.
- the exact prediction of the fluid density during the fermentation process as early as possible would be of great value. This is especially useful during the fermentation of beer, considering the fact that the fermentation binds a huge amount of machine capacities and time. Possessing an appropriate process status predictor, preceding and subsequent steps could be coordinated better to maximize resource utilization and minimize overall costs.
- Ultrasonic techniques have been already proposed as a method to determine the density of beer during the fermentation process.
- Ultrasonic methods provide a non-invasive and non-destructive system to monitor the fermentation process.
- the non-invasive aspect of ultrasonic methods is of particular importance for biotechnological or medical purposes, where hygienic or microbiological safety must be guaranteed.
- Ultrasonic devices have been developed which are capable of providing some information concerning fluids. For example, devices using ultrasonic signals to determine the fluid level in containers are disclosed in U.S. Pat. Nos. 3,357,246, 4,144,517 and 4,203,324. However, these devices have limited accuracy in certain processes such as fermentation and other biotechnological processes in which the fluid properties are constantly changing and require additional measurements to assist in the determination of fluid characteristics in real-time.
- the system may include a sonic sensor a memory containing programming instructions that are configured to cause a processing device to perform the methods.
- the processor will receive, from the sonic sensor, a signal that is indicative of a speed of sound in a material that is being processed in the cheesemaking process.
- the processor will use the speed of sound to identify a cut point in the cheesemaking process.
- the processor will generate a signal when the cut point is reached.
- the system may monitor the speed of sound in the material over a period of time as the speed of sound increases.
- the system may identify the cut point based on a time at which a rate of change of the speed of sound falls below a threshold.
- the cut point may be the time at which the rate of change falls below the threshold, or it may be a specified amount of time after the rate of change falls below the threshold.
- the system may use the signal to cause a cutting system to move a set of knives within the material to cut curds within the material.
- the system also may use the speed of sound in the material to identify a flocculation point in the cheesemaking process, and it may generate an alert when the flocculation point is reached.
- the system may monitor the speed of sound in the material over a period of time and identify the flocculation based on a time at which a rate of change of the speed of sound increases above a threshold.
- the flocculation point may be the time at which the rate of change falls below the threshold, or it may be a specified amount of time after the rate of change increases above the threshold.
- the system may identify the flocculation point by monitoring the speed of sound in the material over a period of time, using the speed of sound to determine a density of the material over the period of time, and identifying the flocculation point as a time at or after a rate of change of the density of the material falls below a threshold.
- the system may use the speed of sound and a bulk modulus of the fluid to determine density of the material.
- the system may cause a display device to output a graphic representation of the determined state of the cheesemaking process.
- the dynamic representation of determined level or processing activity may include a cheese vat with a dynamically changing cavity. Displayed characteristics of the cavity will change as the determined level of flocculation increases until the optimum cut point is achieved.
- the dynamic representation of the determined level of processing activity may include a dynamically changing status bar. The system may continue to determine the level of processing activity of the fluid over a period of time. If so, it may access a data set of previous processing activity for the fluid and identify, from the data set, an expected level of processing activity over the period of time.
- the senor may include a transducer, a processor, and programming instructions that are configured to cause the processor to (i) cause the transducer to generate and transmit signals toward a reflective surface, (ii) monitor signals reflected from the reflective surface when received by the transducer, and (iii) use a time of generation of the generated signals and a time of receipt the received signals to measure the speed of sound in the material.
- FIG. 1 illustrates elements of an example system for measuring characteristics of material that is being processed.
- FIG. 2 is a cross-sectional view of elements of a sonic sensor that may be used with the system of FIG. 1 .
- FIGS. 3 A- 3 B are flowcharts illustrating an example process of determining material characteristics using a sonic sensor such as that of FIG. 2 .
- FIG. 4 illustrates an example data set showing use of the system and methods described below in a cheesemaking process.
- FIG. 6 illustrates example electronic components that may be used in various aspects.
- first component may be an “upper” component and a second component may be a “lower” component when a device of which the components are a part is oriented in a first direction.
- the relative orientations of the components may be reversed, or the components may be on the same plane, if the orientation of the structure that contains the components is changed.
- the claims are intended to include all orientations of a device containing such components.
- FIG. 1 illustrates elements of an example system for measuring characteristics of a dairy product or other material that is being processed.
- the system is used with a material processing container 50 , which in this illustration is a fermentation tank such as that used in a beer, cider or other beverage fermentation process.
- Other processing containers may be used for other material processing activities, such as biological fluid processing systems, chemical manufacturing processes, milk production tanks, vats for processing dairy products such as cheese and yogurt, and vats or for producing other food products such as soups, sauces or meat substitutes, flavoring and/or fragrance production equipment, and natural gas or oil processing systems.
- the system includes a sonic sensor 10 that can be installed at least partially inside of the container.
- the sonic sensor 10 may include a fitting that connects to or is outside of the container when the sensor is in place.
- the fitting may include or be electrically connected to a transmitter that transmits signals to a communication gateway 60 , or the fitting may pass a wire that is used to transmit signals to the communication gateway 60 .
- the gateway 60 includes one or more ports 61 or receivers that receive signals from the sonic sensor 10 and: (i) relay the signals via a transmitter 62 to a remote server 72 via a communication network 73 ; and/or (ii) relay the signals to a local computer 71 via the transmitter 62 , either directly or through the communication network 73 .
- the fitting 30 may be of a universal sanitary fitting type, such as a Tri-Clamp type fitting having a 1 inch or 1.5 inch outside diameter which may fit into standard openings of fermentation vessels, a DIN fitting for use with dairy production equipment, or another fitting that is suitable for creating a sanitary seal with the container.
- a universal sanitary fitting type such as a Tri-Clamp type fitting having a 1 inch or 1.5 inch outside diameter which may fit into standard openings of fermentation vessels, a DIN fitting for use with dairy production equipment, or another fitting that is suitable for creating a sanitary seal with the container.
- the fitting 30 is not limited to any particular shape, size or type, and it and may be any appropriate design that can be retrofit and/or provide a new installation into a material processing container.
- the container is configured to hold the sonic sensor 10 so that its reflective pad member 14 floats freely within the fluid, or of a device is available to hold the sonic sensor 10 in such a position, a fitting 30 may not be required.
- a second end of the probe body 12 includes transduction surface 26 for signals received from an acoustically reflective pad member 14 .
- the transduction surface 26 may be a closed end cap of the probe body 12 , or it may be a member that is positioned proximate to and just inside or outside of the end cap.
- the transduction surface 26 may be a flat circle, rectangle, oval, square, or other shape.
- the reflective pad member 14 also may be a flat circle, rectangle, oval, square, or other shape, and it may or may not be the same shape as the transduction surface 26 .
- the reflective pad member 14 may have a surface area that is at least as large as that of the transduction surface 26 so that acoustic signals transmitted from the transduction surface 26 will reflect off of the reflective pad member 14 .
- the reflective pad member 14 may be made of a metal such as stainless steel and is connected to the probe body 12 through a stem 16 , as the stem 16 includes a first end that is connected to the reflective pad member 14 and a second end that is connected to the transduction surface 26 .
- the reflective pad member 14 , stem 16 , and transduction surface 26 are immersed in the material, electric components in the probe body may generate an ultrasonic pulse that will enter the fluid from the transduction surface 26 and reflect back from the pad member 14 . These signals can be used to measure the speed of sound through the material.
- the reflective pad member 14 may include a substantially flat surface that is positioned substantially parallel to the transduction surface 26 and perpendicular to the longest dimension of the stem 16 , and thus substantially perpendicular to the direction of propagation of the ultrasonic signal.
- the vibroacoustically absorptive stem 16 may be omitted if the reflective pad member 14 is positioned and secured within the fluid, held in place by a support structure. If so, the reflective pad member 14 will be positioned at a known distance from the transduction surface 26 , and also so that the surface of the reflective pad member 14 is parallel to the transduction surface 26 .
- the system may use the determined characteristics to assess and/or monitor the progress of the process and determine when the process is complete, or has moved from a first phase into a second phase.
- specific gravity can be used to monitor the process of the fermentation or distillation.
- a target specific gravity is achieved, or when a rate of change of the specific gravity decreases and the specific gravity remains relatively constant (i.e., below a threshold standard deviation) for a threshold period of time, the process may be considered to be complete.
- the process may be considered to be complete when the specific gravity has dropped by 70 or 75% of its original level, or when the specific gravity remains substantially constant for a period of three days.
- FIG. 3 B illustrates an example method of determining characteristics of a material after the material moves into a second phase of processing, such as after the flocculation point when the curd mass has formed in a cheesemaking process.
- the system may be used in this stage to identify an optimal cut time, which is a time at which the curds should be cut into smaller pieces.
- identifying an appropriate cut time is important in cheesemaking.
- most manufacturers simply calculate cut time as a multiple of the time that the process took to reach the flocculation point. Cutting curds too early will not provide a clean break, and instead will yield ill-formed curds and a gooey substance around them. Cutting curds too late will result in curds with lower-than-desired water content, reducing the product yield.
- the system may use this data point to determine one or more other characteristics of the material at 317 , such as stiffness of the curds.
- the system may convert bulk modulus to stiffness with reference to a stress-strain curve, or by applying a calculation such as by adjusting the bulk modulus by a factor that corresponds to the temperature of the material (as determined by a temperature sensor).
- the system may use the determined characteristics to assess and/or monitor the progress of the process and determine when the process has reached a cut point. For example, the system may continue to monitor the speed of sound, and a rate of change of the speed of sound decreases and the speed of sound is relatively constant (i.e., below a threshold standard deviation) for a threshold period of time, the process may be considered to have reached the cut point.
- the system will generate and output an alert or other signal indicating that the cut point has been reached and the curds should be cut.
- the signal at 319 may be directed to a cutting system of the cheesemaking equipment, wherein at 320 the cutting system will include a set of knives and a motor or other device that will cause the set of knives to move within the material in response to receiving the signal.
- FIG. 5 illustrates an example user interface 500 for monitoring processing of a fluid, such as converting milk and a culture into cheese, which is shown in this example.
- the user interface presents information received from the sonic sensor and/or determined by a processor, and it also include a dynamic representation of the determined level of fermentation (or other process progress).
- the dynamic representation includes a visual representation of a cheese vat 501 with a dynamically changing cavity. Displayed characteristics of the cavity will change as the determined level of flocculation increases until the optimum cut point is achieved.
- the user interface's dynamic representation also may include a status bar 510 that is shown by way of example in the form of a circle.
- the user interface also includes a dynamically changing time field 502 that indicates either (a) how much time has elapsed in the process, or (b) how much time is expected to remain in the process. If expected time remaining is used, the system may determine this by subtracting elapsed time from an expected time that is stored in a memory based on previous processing times for batches of the same or a similar product. Optionally, the system may dynamically adjust the expected time to remain if processing parameters indicate that at one or more points in time the fluid coagulation process is more than a threshold level above or below an expected value or range based on target data from previous batches as stored in memory.
- processors may refer to a single processor or any number of processors in a set of processors that collectively perform a set of operations, such as a central processing unit (CPU), a graphics processing unit (GPU), a remote server, or a combination of these.
- CPU central processing unit
- GPU graphics processing unit
- RAM random access memory
- flash memory hard drives and other devices capable of storing electronic data constitute examples of memory devices 725 .
- a memory device may include a single device or a collection of devices across which data and/or instructions are stored.
- An optional display interface 730 may permit information from the bus 700 to be displayed on a display device 735 in visual, graphic or alphanumeric format.
- An audio interface and audio output (such as a speaker) also may be provided.
- Communication with external devices may occur using various communication devices 740 such as a wireless antenna, an RFID tag and/or short-range or near-field communication transceiver, each of which may optionally communicatively connect with other components of the device via one or more communication system.
- the communication device 740 may be configured to be communicatively connected to a communications network, such as the Internet, a local area network or a cellular telephone data network.
- the hardware may also include a user interface sensor 745 that allows for receipt of data from input devices 750 such as a keyboard, a mouse, a joystick, a touchscreen, a touch pad, a remote control, a pointing device and/or microphone. Digital image frames also may be received from a camera 720 that can capture video and/or still images.
- the system also may include a cutting system 760 including one or more knives and a motor as described above in the context of FIG. 3 B .
- Various elements of the system (as installed in the sonic sensor) also may include a temperature sensor 770 and a transducer 790 , as previously described in the context of FIG. 2 above.
- Electronic devices also may include appliances and other devices that can communicate in an Internet-of-things arrangement.
- the client device and the server are electronic devices, in which the server contains instructions and/or data that the client device accesses via one or more communications links in one or more communications networks.
- a server may be an electronic device, and each virtual machine or container also may be considered an electronic device.
- a client device, server device, virtual machine or container may be referred to simply as a “device” for brevity. Additional elements that may be included in electronic devices are discussed above in the context of FIG. 7 .
- communication link and “communication path” mean a wired or wireless path via which a first device sends communication signals to and/or receives communication signals from one or more other devices.
- Devices are “communicatively connected” if the devices are able to send and/or receive data via a communication link.
- Electrode communication refers to the transmission of data via one or more signals between two or more electronic devices, whether through a wired or wireless network, and whether directly or indirectly via one or more intermediary devices.
- Devices are “electronically connected” if a path for transmission of electronic signals exists between the two devices.
- connection when referring to two physical structures and not used in the context of electronic or communicative connection, means that the two physical structures touch each other. Devices that are connected may be secured to each other, or they may simply touch each other and not be secured.
- fluid has its common meaning as any substance that has no fixed shape and yields easily to external pressure.
- a fluid may be a liquid, a gas or a plasma.
- a fluid may contain some solids so long as the overall substance will flow in response to the application of force.
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- Pathology (AREA)
- General Physics & Mathematics (AREA)
- Health & Medical Sciences (AREA)
- Analytical Chemistry (AREA)
- Biochemistry (AREA)
- Engineering & Computer Science (AREA)
- Polymers & Plastics (AREA)
- Acoustics & Sound (AREA)
- Food Science & Technology (AREA)
- Animal Husbandry (AREA)
- Environmental Sciences (AREA)
- Signal Processing (AREA)
- Dairy Products (AREA)
- Investigating Or Analyzing Materials By The Use Of Ultrasonic Waves (AREA)
Abstract
Description
βt =ρ*c 2 2
Claims (22)
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US17/805,088 US12369558B2 (en) | 2019-03-15 | 2022-06-02 | System for monitoring and displaying status of processing a dairy product |
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| US201962818926P | 2019-03-15 | 2019-03-15 | |
| US16/810,943 US11326996B2 (en) | 2019-03-15 | 2020-03-06 | System for monitoring and displaying status of processing of a fluid |
| US17/805,088 US12369558B2 (en) | 2019-03-15 | 2022-06-02 | System for monitoring and displaying status of processing a dairy product |
Related Parent Applications (1)
| Application Number | Title | Priority Date | Filing Date |
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| US16/810,943 Continuation-In-Part US11326996B2 (en) | 2019-03-15 | 2020-03-06 | System for monitoring and displaying status of processing of a fluid |
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| US20220287265A1 US20220287265A1 (en) | 2022-09-15 |
| US12369558B2 true US12369558B2 (en) | 2025-07-29 |
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